This talk covers how DevOps and HARA can work together to create balanced steering systems, prioritizing safety over automation’s potential overconfidence. By embedding continuous testing, risk assessment, and real-time feedback into development pipelines, we can design autonomous systems that make precautionary driving a standard. In this session, you will learn how to:

• Leverage DevOps for real-time risk detection in steering decisions
• Implement data-driven, precautionary driving standards
• Ensure each software update meets strict safety requirements